Label Encoding in Python — Machine Learning

Table of contents:

  • Introduction
  • Understanding Label Encoding
  • Label Encoding in Python
  • Conclusion

Introduction

In data science, we often work with datasets that contain categorical variables, where the values are represented by strings. For example, when we work with datasets for salary estimation based on different sets of features, we often see job title being entered in words, for example: Manager, Director…